Relation extraction (RE), a crucial basic task in the field of information extraction, is of the utmost practical interest to various fields including web search [1]}, knowledge base completion [2]}, and question answering [3]}. However, conventional RE paradigms such as supervision and distant supervision are generally designed for pre-defined relations, which cannot deal with new emerging relations in the real world.
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